Distribution-Free Rates in Neyman-Pearson Classification

Mohammadreza M. Kalan, Samory Kpotufe

We consider the problem of Neyman-Pearson classification which models unbalanced classification settings where error w.r.t. a distribution ${\mu }_1$ is to be minimized subject to low e…